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counterfactual

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TitleStatusHype
Transdisciplinary AI Observatory -- Retrospective Analyses and Future-Oriented Contradistinctions—0
Counterfactual Fairness with Disentangled Causal Effect Variational Autoencoder—0
Trust but Verify: Assigning Prediction Credibility by Counterfactual Constrained Learning—0
Discovering Avoidable Planner Failures of Autonomous Vehicles using Counterfactual Analysis in Behaviorally Diverse Simulation—0
Explaining by Removing: A Unified Framework for Model ExplanationCode1
Born Identity Network: Multi-way Counterfactual Map Generation to Explain a Classifier's DecisionCode0
Game Plan: What AI can do for Football, and What Football can do for AICode0
Counterfactual Credit Assignment in Model-Free Reinforcement Learning—0
Declarative Approaches to Counterfactual Explanations for Classification—0
Shortcomings of Counterfactual Fairness and a Proposed Modification—0
One Explanation is Not Enough: Structured Attention Graphs for Image ClassificationCode1
Improving Offline Contextual Bandits with Distributional Robustness—0
COVID-Town: An Integrated Economic-Epidemiological Agent-Based Model—0
Learning Models for Actionable RecourseCode0
An experiment on the mechanisms of racial bias in ML-based credit scoring in Brazil—0
GANMEX: One-vs-One Attributions Guided by GAN-based Counterfactual Explanation BaselinesCode0
Offline Learning of Counterfactual Predictions for Real-World Robotic Reinforcement Learning—0
Towards Unifying Feature Attribution and Counterfactual Explanations: Different Means to the Same EndCode2
Explaining Deep Graph Networks with Molecular CounterfactualsCode1
Causality-aware counterfactual confounding adjustment as an alternative to linear residualization in anticausal prediction tasks based on linear learners—0
Adversarial Counterfactual Learning and Evaluation for Recommender SystemCode1
Do We Exploit all Information for Counterfactual Analysis? Benefits of Factor Models and Idiosyncratic Correction—0
Interventional Domain Adaptation—0
Causal Autoregressive FlowsCode1
Causal Expectation-MaximisationCode0
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